**Organizer:** Joris Mooij

**Time:** Friday afternoon, 14:30 - 15:30, if not indicated otherwise

**Location:** C3.146

Date | Article | Discussant |
---|---|---|

2016/01/08 | Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing by Benjamini and Hochberg | Philip Versteeg |

**The schedule for the reading club has moved to the AMLab website**.

Date | Article | Discussant |
---|---|---|

2015/01/30 | Computing Maximum Likelihood Estimates in Recursive Linear Models with Correlated Errors by M. Drton, M. Eichler, T. S. Richardson | Nicholas Cornia |

2015/02/13 | Constraint-based Causal Discovery: Conflict Resolution with Answer Set Programming, and supplement, by A. Hyttinen, F. Eberhardt, and M. Järvisalo | Sara Magliacane |

2015/02/20 | Enriching for direct regulatory targets in perturbed gene-expression profiles by S. G. Tringe, A. Wagner, S. W. Ruby | Philip Versteeg |

2015/02/27 | Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs by A. Hauser and P. Bühlmann | Joris Mooij |

2015/03/06 | Causal Discovery from Changes by J. Tian and J. Pearl | Sara Magliacane |

2015/03/13 | Causal Discovery from Changes: a Bayesian Approach by J. Tian and J. Pearl | Philip Versteeg |

2015/03/20 | Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets (pp. 1-12) by S. Triantafillou and I. Tsamardinos | Nicholas Cornia |

2015/03/27 | Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets (pp. 13-22) by S. Triantafillou and I. Tsamardinos | Philip Versteeg |

2015/04/16 | Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets (pp. 23-47) by S. Triantafillou and I. Tsamardinos; Statistical significance for genomewide studies by J.D. Storey and R. Tibshirani | Joris Mooij |

2015/06/12 | Feedback models interpretation and discovery, chapter 2 of PhD thesis of Thomas Richardson | Martin Gullaksen |

2015/07/03 | Advances in Bayesian Network Learning using Integer Programming by Bartlett and Cussens | Sara Magliacane |

2015/07/24 | backShift: Learning causal cyclic graphs from unknown shift interventions by Rothenhäsler, Heinze, Peters, Meinshausen | Joris Mooij |

2015/07/31 | Computing Maximum Likelihood Estimates in Recursive Linear Models with Correlated Errors by M. Drton, M. Eichler, and T. S. Richardson | Joris Mooij |

2015/08/28 | Single timepoint models of dynamic systems by K. Sachs, S. Itani, J. Fitzgerald, B. Schoeberl, G.P. Nolan, C.J. Tomlin | Joris Mooij |

2015/09/11 | UAI tutorial Non-parametric Causal Models by Richardson and Evans (part 1a; slides, video) | - |

2015/09/18 | UAI tutorial Non-parametric Causal Models by Richardson and Evans (part 1b; slides, video) | - |

2015/09/25 | - | - |

2015/09/30 | Studies in Causal Reasoning and Learning (ch. 1, 4.1, 4.2, 4.3) by Jin Tian | Joris Mooij |

2015/10/02 | - | - |

2015/10/09 | Influence Diagrams by Howard and Matheson & Influence Diagrams - Historical and Personal Perspectives by Pearl & Influence Diagrams for Causal Modelling and Inference by A.P. Dawid | Diederik Roijers |

2015/10/16 | Distribution-Free Learning of Bayesian Network Structure in Continuous Domains by D. Margaritis | Sara Magliacane |

2015/10/23 | Graphs for margins of Bayesian networks (without section 6) by R. Evans | Stephan Bongers |

2015/11/06 | unspecified | Diederik Roijers |

2015/11/13 | Inferring latent structures via information inequalities by Chaves, Luft, Maciel, Gross, Janzing and Schölkopf | Philip Versteeg |

2015/11/30 11:00-12:00 | Independence Properties of Directed Markov Fields by Lauritzen, Dawid, Larsen, Leimer | TBA |

2015/12/4 | - | - |

2015/12/11 | Single World Intervention Graphs: A Primer by Richardson and Robins | Joris |

2015/12/22 | Single World Intervention Graphs: A Primer by Richardson and Robins | TBA |

Date | Article | Discussant |
---|---|---|

2014/05/23 | Chain graph models and their causal interpretations by S.L. Lauritzen and T.S. Richardson | Joris Mooij |

2014/06/13 | Classification using Discriminative Restricted Boltzmann Machines by H. Larochelle and Y. Bengio | Sergio Mota |